This package implements the highly effective screening rules — developed under the DPC framework — for many popular sparse learning models, like Lasso, non-negative Lasso, group Lasso, sparse-group Lasso etc.

Features including

highly effective in reducing the data size by discarding the irrelevant variables

highly effective in speeding up any existing algorithms for solving the sparse learning models